标题:A HYBRID FUSION METHOD OF FINGERPRINT IDENTIFICATION FOR HIGH SECURITY APPLICATIONS
作者:Yin, Yilong; Ning, Yanbin; Yang, Zhiguo
通讯作者:Yin, Y
作者机构:[Yin, Yilong; Ning, Yanbin; Yang, Zhiguo] Shandong Univ, Sch Comp Sci & Technol, Jinan 250101, Peoples R China.
会议名称:IEEE International Conference on Image Processing
会议日期:SEP 26-29, 2010
来源:2010 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING
出版年:2010
页码:3101-3104
DOI:10.1109/ICIP.2010.5654191
关键词:fingerprint identification; hybrid fusion; serial fusion; parallel; fusion; high security application
摘要:Though fingerprint identification is widely used now, its imperfect performance for some high security applications, such as ATM, the access control of nuclear power stations and exchequers, etc, is still a challenge. In high security applications, an extremely low false accept rate and as low as possible false reject rate are desired at the same time, which is called Double Low problem in this paper. It is to be noted that even a fingerprint system with very low equal error rate can not achieve such a Double Low goal. It is difficult to solve Double Low problem only by improving the performance of a certain individual fingerprint identification algorithm, and the fusion of various fingerprint identification algorithms becomes a promising way. In this paper, a hybrid fusion method of fingerprint identification is proposed to solve Double Low problem. Firstly, minutiae-based and ridge-based matching algorithms are used orderly, which is a kind of serial fusion strategy. Secondly, a rank-level fusion is used, which is a kind of parallel fusion strategy. Experiment results on FVC2002DB1 and FVC2002DB2 indicate that only 6.6% fingerprints are falsely rejected on the average under zero false accept rate with our method, while 14.8%, 9.4% fingerprints are falsely rejected under zero false accept rate with the serial fusion strategy and the parallel fusion strategy, respectively.
收录类别:CPCI-S;EI;SCOPUS
WOS核心被引频次:1
Scopus被引频次:4
资源类型:会议论文;期刊论文
原文链接:https://www.scopus.com/inward/record.uri?eid=2-s2.0-78651063759&doi=10.1109%2fICIP.2010.5654191&partnerID=40&md5=334af26c3c06942b998b74fc70927fe3
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